| DATASPREAD: Unifying Databases and Spreadsheets M Bendre, B Sun, X Zhou, D Zhang, K Chang, A Parameswaran | 50* | |
| Transfer learning via contextual invariants for one-to-many cross-domain recommendation A Krishnan, M Das, M Bendre, H Yang, H Sundaram Proceedings of the 43rd international ACM SIGIR conference on research and …, 2020 | 38 | 2020 |
| Towards a holistic integration of spreadsheets with databases: A scalable storage engine for presentational data management M Bendre, V Venkataraman, X Zhou, K Chang, A Parameswaran 2018 IEEE 34th International Conference on Data Engineering (ICDE), 113-124, 2018 | 33 | 2018 |
| Benchmarking spreadsheet systems S Rahman, K Mack, M Bendre, R Zhang, K Karahalios, A Parameswaran Proceedings of the 2020 acm sigmod international conference on management of …, 2020 | 20 | 2020 |
| Anti-freeze for large and complex spreadsheets: Asynchronous formula computation M Bendre, T Wattanawaroon, K Mack, K Chang, A Parameswaran Proceedings of the 2019 International Conference on Management of Data, 1277 …, 2019 | 17 | 2019 |
| Faster, higher, stronger: Redesigning spreadsheets for scale M Bendre, T Wattanawaroon, S Rahman, K Mack, Y Liu, S Zhu, Y Lu, ... 2019 IEEE 35th International Conference on Data Engineering (ICDE), 1972-1975, 2019 | 12 | 2019 |
| Zhaoyuan Su, Karrie Karahalios, and Aditya G. Parameswaran. 2021. NOAH: Interactive Spreadsheet Exploration with Dynamic Hierarchical Overviews S Rahman, M Bendre, Y Liu, S Zhu Proc. VLDB Endow 14 (6), 970-983, 2021 | 7 | 2021 |
| Constrained non-affine alignment of embeddings Y Wang, Y Zheng, Y Peng, M Yeh, Z Zhuang, D Mahashweta, B Mangesh, ... 2021 IEEE International Conference on Data Mining (ICDM), 1403-1408, 2021 | 6 | 2021 |
| Meta-transfer learning via contextual invariants for cross-domain recommendation A Krishnan, M Das, M Bendre, F Wang, H Yang US Patent App. 17/070,795, 2021 | 6 | 2021 |
| NOAH: interactive spreadsheet exploration with dynamic hierarchical overviews S Rahman, M Bendre, Y Liu, S Zhu, Z Su, K Karahalios, ... Proceedings of the VLDB Endowment 14 (6), 970-983, 2021 | 6 | 2021 |
| Method, System, and Computer Program Product for Knowledge Graph Based Embedding, Explainability, and/or Multi-Task Learning A Nouri, M Bendre, M Das, F Wang, H Yang, A Krishnan US Patent App. 17/495,214, 2022 | 4 | 2022 |
| GPR: global personalized restaurant recommender system leveraging billions of financial transactions M Bendre, M Das, F Wang, H Yang Proceedings of the 14th ACM International Conference on Web Search and Data …, 2021 | 4 | 2021 |
| Multi-task knowledge graph representations via residual functions A Krishnan, M Das, M Bendre, F Wang, H Yang, H Sundaram Pacific-Asia Conference on Knowledge Discovery and Data Mining, 262-275, 2022 | 3 | 2022 |
| Scaling up to billions of cells with dataspread: Supporting large spreadsheets with databases M Bendre, V Venkataraman, X Zhou, KCC Chang, A Parameswaran Tech. Rep, 0 | 3 | |
| Understanding Data Analysis Workflows on Spreadsheets: Roadblocks and Opportunities P Yang, TC Cheng Proceedings of Workshop on Human-In-the-Loop Data Analytics (HILDA’20)., 2020 | 2 | 2020 |
| Extending spreadsheets to support seamless navigation at scale S Rahman, M Bendre, Y Liu, S Zhu, Z Su, K Karahalios, A Parameswaran | 2 | 2019 |
| Method, System, and Computer Program Product for Synthetic Oversampling for Boosting Supervised Anomaly Detection KH Lai, L Wang, H Chen, M Bendre, M Das, H Yang US Patent App. 18/686,563, 2024 | | 2024 |
| System, method, and computer program product for efficiently joining time-series data tables M Bendre, RB Christensen, Y Zheng, W Zhang, F Wang, H Yang US Patent 11,841,856, 2023 | | 2023 |
| Tackling Diverse Minorities in Imbalanced Classification KH Lai, D Zha, H Chen, M Bendre, Y Chen, M Das, H Yang, X Hu Proceedings of the 32nd ACM International Conference on Information and …, 2023 | | 2023 |
| Systems, Methods, and Computer Program Products for Generating Node Embeddings M Bendre, M Das, F Wang, H Yang US Patent App. 18/015,976, 2023 | | 2023 |
Aditya ParameswaranAssociate Professor, UC BerkeleyVerified email at berkeley.edu
